Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 1892 |
| Missing cells (%) | 6.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 234.5 KiB |
| Average record size in memory | 120.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 7 |
Genetic_Pedigree_Coefficient is highly overall correlated with Blood_Pressure_Abnormality | High correlation |
Blood_Pressure_Abnormality is highly overall correlated with Genetic_Pedigree_Coefficient | High correlation |
Sex is highly overall correlated with Pregnancy | High correlation |
Pregnancy is highly overall correlated with Sex | High correlation |
Genetic_Pedigree_Coefficient has 92 (4.6%) missing values | Missing |
Pregnancy has 1558 (77.9%) missing values | Missing |
alcohol_consumption_per_day has 242 (12.1%) missing values | Missing |
Patient_Number is uniformly distributed | Uniform |
Patient_Number has unique values | Unique |
Reproduction
| Analysis started | 2023-09-19 23:34:43.924218 |
|---|---|
| Analysis finished | 2023-09-19 23:35:18.217755 |
| Duration | 34.29 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Patient_Number
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 2000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1000.5 |
| Minimum | 1 |
|---|---|
| Maximum | 2000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 100.95 |
| Q1 | 500.75 |
| median | 1000.5 |
| Q3 | 1500.25 |
| 95-th percentile | 1900.05 |
| Maximum | 2000 |
| Range | 1999 |
| Interquartile range (IQR) | 999.5 |
Descriptive statistics
| Standard deviation | 577.49459 |
|---|---|
| Coefficient of variation (CV) | 0.57720599 |
| Kurtosis | -1.2 |
| Mean | 1000.5 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 0 |
| Sum | 2001000 |
| Variance | 333500 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 1330 | 1 | 0.1% |
| 1343 | 1 | 0.1% |
| 1342 | 1 | 0.1% |
| 1341 | 1 | 0.1% |
| 1340 | 1 | 0.1% |
| 1339 | 1 | 0.1% |
| 1338 | 1 | 0.1% |
| 1337 | 1 | 0.1% |
| 1336 | 1 | 0.1% |
| Other values (1990) | 1990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 1999 | 1 | |
| 1998 | 1 | |
| 1997 | 1 | |
| 1996 | 1 | |
| 1995 | 1 | |
| 1994 | 1 | |
| 1993 | 1 | |
| 1992 | 1 | |
| 1991 | 1 |
Blood_Pressure_Abnormality
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 987 |
Level_of_Hemoglobin
Real number (ℝ)
| Distinct | 757 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.710035 |
| Minimum | 8.1 |
|---|---|
| Maximum | 17.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 8.1 |
|---|---|
| 5-th percentile | 8.58 |
| Q1 | 10.1475 |
| median | 11.33 |
| Q3 | 12.945 |
| 95-th percentile | 16.01 |
| Maximum | 17.56 |
| Range | 9.46 |
| Interquartile range (IQR) | 2.7975 |
Descriptive statistics
| Standard deviation | 2.1867006 |
|---|---|
| Coefficient of variation (CV) | 0.18673733 |
| Kurtosis | -0.18428798 |
| Mean | 11.710035 |
| Median Absolute Deviation (MAD) | 1.36 |
| Skewness | 0.65706609 |
| Sum | 23420.07 |
| Variance | 4.7816597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.07 | 11 | 0.5% |
| 11.58 | 10 | 0.5% |
| 11.54 | 9 | 0.4% |
| 11.95 | 8 | 0.4% |
| 11.19 | 8 | 0.4% |
| 10.55 | 8 | 0.4% |
| 10.38 | 8 | 0.4% |
| 11.16 | 8 | 0.4% |
| 10.89 | 8 | 0.4% |
| 10.98 | 8 | 0.4% |
| Other values (747) | 1914 |
| Value | Count | Frequency (%) |
| 8.1 | 2 | |
| 8.12 | 1 | 0.1% |
| 8.13 | 4 | |
| 8.15 | 2 | |
| 8.16 | 2 | |
| 8.17 | 4 | |
| 8.18 | 3 | |
| 8.19 | 1 | 0.1% |
| 8.2 | 2 | |
| 8.21 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 17.56 | 1 | 0.1% |
| 17.54 | 1 | 0.1% |
| 17.53 | 1 | 0.1% |
| 17.52 | 2 | |
| 17.51 | 1 | 0.1% |
| 17.48 | 1 | 0.1% |
| 17.45 | 1 | 0.1% |
| 17.44 | 3 | |
| 17.39 | 1 | 0.1% |
| 17.35 | 1 | 0.1% |
Genetic_Pedigree_Coefficient
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 101 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 92 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49481656 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.04 |
| Q1 | 0.24 |
| median | 0.49 |
| Q3 | 0.74 |
| 95-th percentile | 0.9565 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.29173588 |
|---|---|
| Coefficient of variation (CV) | 0.58958391 |
| Kurtosis | -1.1785628 |
| Mean | 0.49481656 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | 0.015177458 |
| Sum | 944.11 |
| Variance | 0.085109825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.86 | 32 | 1.6% |
| 0.13 | 30 | 1.5% |
| 0.63 | 28 | 1.4% |
| 0.56 | 27 | 1.4% |
| 0.17 | 27 | 1.4% |
| 0.99 | 26 | 1.3% |
| 0.95 | 25 | 1.2% |
| 0.06 | 25 | 1.2% |
| 0.25 | 25 | 1.2% |
| 0.46 | 25 | 1.2% |
| Other values (91) | 1638 | |
| (Missing) | 92 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.01 | 23 | |
| 0.02 | 24 | |
| 0.03 | 17 | |
| 0.04 | 23 | |
| 0.05 | 15 | |
| 0.06 | 25 | |
| 0.07 | 11 | |
| 0.08 | 21 | |
| 0.09 | 21 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 0.99 | 26 | |
| 0.98 | 19 | |
| 0.97 | 18 | |
| 0.96 | 15 | |
| 0.95 | 25 | |
| 0.94 | 18 | |
| 0.93 | 13 | |
| 0.92 | 21 | |
| 0.91 | 11 |
Age
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.5585 |
| Minimum | 18 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 32 |
| median | 46 |
| Q3 | 62 |
| 95-th percentile | 73 |
| Maximum | 75 |
| Range | 57 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.107832 |
|---|---|
| Coefficient of variation (CV) | 0.36744809 |
| Kurtosis | -1.2482315 |
| Mean | 46.5585 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.02117832 |
| Sum | 93117 |
| Variance | 292.67792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 46 | 2.3% |
| 72 | 45 | 2.2% |
| 71 | 43 | 2.1% |
| 21 | 43 | 2.1% |
| 69 | 41 | 2.1% |
| 25 | 41 | 2.1% |
| 53 | 41 | 2.1% |
| 29 | 40 | 2.0% |
| 49 | 40 | 2.0% |
| 39 | 40 | 2.0% |
| Other values (48) | 1580 |
| Value | Count | Frequency (%) |
| 18 | 46 | |
| 19 | 27 | |
| 20 | 29 | |
| 21 | 43 | |
| 22 | 34 | |
| 23 | 27 | |
| 24 | 35 | |
| 25 | 41 | |
| 26 | 34 | |
| 27 | 37 |
| Value | Count | Frequency (%) |
| 75 | 36 | |
| 74 | 39 | |
| 73 | 37 | |
| 72 | 45 | |
| 71 | 43 | |
| 70 | 32 | |
| 69 | 41 | |
| 68 | 38 | |
| 67 | 32 | |
| 66 | 34 |
BMI
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.0815 |
| Minimum | 10 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 20 |
| median | 30 |
| Q3 | 40 |
| 95-th percentile | 48 |
| Maximum | 50 |
| Range | 40 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.761208 |
|---|---|
| Coefficient of variation (CV) | 0.39097812 |
| Kurtosis | -1.1826209 |
| Mean | 30.0815 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.017555474 |
| Sum | 60163 |
| Variance | 138.32602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 62 | 3.1% |
| 38 | 62 | 3.1% |
| 34 | 59 | 2.9% |
| 26 | 59 | 2.9% |
| 41 | 57 | 2.9% |
| 21 | 57 | 2.9% |
| 20 | 54 | 2.7% |
| 35 | 53 | 2.6% |
| 40 | 53 | 2.6% |
| 29 | 52 | 2.6% |
| Other values (31) | 1432 |
| Value | Count | Frequency (%) |
| 10 | 48 | |
| 11 | 62 | |
| 12 | 42 | |
| 13 | 38 | |
| 14 | 44 | |
| 15 | 52 | |
| 16 | 47 | |
| 17 | 39 | |
| 18 | 49 | |
| 19 | 45 |
| Value | Count | Frequency (%) |
| 50 | 50 | |
| 49 | 46 | |
| 48 | 45 | |
| 47 | 49 | |
| 46 | 51 | |
| 45 | 45 | |
| 44 | 41 | |
| 43 | 52 | |
| 42 | 50 | |
| 41 | 57 |
Sex
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1008 | |
| 1 | 992 |
Pregnancy
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1558 |
| Missing (%) | 77.9% |
| Memory size | 15.8 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1326 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 243 | 12.2% |
| 1.0 | 199 | 10.0% |
| (Missing) | 1558 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 243 | |
| 1.0 | 199 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 685 | |
| . | 442 | |
| 1 | 199 | 15.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 884 | |
| Other Punctuation | 442 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 685 | |
| 1 | 199 | 22.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 442 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1326 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 685 | |
| . | 442 | |
| 1 | 199 | 15.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1326 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 685 | |
| . | 442 | |
| 1 | 199 | 15.0% |
Smoking
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1019 | |
| 0 | 981 |
Physical_activity
Real number (ℝ)
| Distinct | 1951 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25254.425 |
| Minimum | 628 |
|---|---|
| Maximum | 49980 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 628 |
|---|---|
| 5-th percentile | 3141.75 |
| Q1 | 13605.75 |
| median | 25353 |
| Q3 | 37382.25 |
| 95-th percentile | 47170.2 |
| Maximum | 49980 |
| Range | 49352 |
| Interquartile range (IQR) | 23776.5 |
Descriptive statistics
| Standard deviation | 14015.44 |
|---|---|
| Coefficient of variation (CV) | 0.55496967 |
| Kurtosis | -1.1617269 |
| Mean | 25254.425 |
| Median Absolute Deviation (MAD) | 11893.5 |
| Skewness | -0.010559367 |
| Sum | 50508849 |
| Variance | 1.9643255 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29513 | 2 | 0.1% |
| 11432 | 2 | 0.1% |
| 26274 | 2 | 0.1% |
| 13144 | 2 | 0.1% |
| 36769 | 2 | 0.1% |
| 38769 | 2 | 0.1% |
| 37260 | 2 | 0.1% |
| 40772 | 2 | 0.1% |
| 40158 | 2 | 0.1% |
| 41415 | 2 | 0.1% |
| Other values (1941) | 1980 |
| Value | Count | Frequency (%) |
| 628 | 1 | |
| 745 | 1 | |
| 768 | 2 | |
| 774 | 1 | |
| 784 | 1 | |
| 791 | 1 | |
| 799 | 1 | |
| 814 | 1 | |
| 829 | 1 | |
| 847 | 1 |
| Value | Count | Frequency (%) |
| 49980 | 1 | |
| 49940 | 1 | |
| 49926 | 1 | |
| 49915 | 1 | |
| 49806 | 1 | |
| 49783 | 1 | |
| 49759 | 1 | |
| 49682 | 1 | |
| 49671 | 1 | |
| 49665 | 1 |
salt_content_in_the_diet
Real number (ℝ)
| Distinct | 1945 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24926.097 |
| Minimum | 22 |
|---|---|
| Maximum | 49976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 2462.1 |
| Q1 | 13151.75 |
| median | 25046.5 |
| Q3 | 36839.75 |
| 95-th percentile | 47202.25 |
| Maximum | 49976 |
| Range | 49954 |
| Interquartile range (IQR) | 23688 |
Descriptive statistics
| Standard deviation | 14211.693 |
|---|---|
| Coefficient of variation (CV) | 0.57015314 |
| Kurtosis | -1.1549638 |
| Mean | 24926.097 |
| Median Absolute Deviation (MAD) | 11813 |
| Skewness | -0.021797848 |
| Sum | 49852194 |
| Variance | 2.0197221 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24961 | 2 | 0.1% |
| 23332 | 2 | 0.1% |
| 46834 | 2 | 0.1% |
| 1769 | 2 | 0.1% |
| 28517 | 2 | 0.1% |
| 28465 | 2 | 0.1% |
| 14561 | 2 | 0.1% |
| 16005 | 2 | 0.1% |
| 26078 | 2 | 0.1% |
| 23468 | 2 | 0.1% |
| Other values (1935) | 1980 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 44 | 1 | |
| 58 | 1 | |
| 62 | 1 | |
| 66 | 1 | |
| 105 | 1 | |
| 144 | 1 | |
| 150 | 1 | |
| 154 | 1 | |
| 161 | 1 |
| Value | Count | Frequency (%) |
| 49976 | 1 | |
| 49956 | 1 | |
| 49846 | 1 | |
| 49800 | 1 | |
| 49778 | 1 | |
| 49710 | 1 | |
| 49700 | 1 | |
| 49644 | 1 | |
| 49642 | 1 | |
| 49626 | 1 |
alcohol_consumption_per_day
Real number (ℝ)
| Distinct | 488 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 242 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 251.00853 |
| Minimum | 0 |
|---|---|
| Maximum | 499 |
| Zeros | 9 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28.85 |
| Q1 | 126.25 |
| median | 250 |
| Q3 | 377.75 |
| 95-th percentile | 473.15 |
| Maximum | 499 |
| Range | 499 |
| Interquartile range (IQR) | 251.5 |
Descriptive statistics
| Standard deviation | 143.65188 |
|---|---|
| Coefficient of variation (CV) | 0.57229881 |
| Kurtosis | -1.2176786 |
| Mean | 251.00853 |
| Median Absolute Deviation (MAD) | 126 |
| Skewness | -0.0082591289 |
| Sum | 441273 |
| Variance | 20635.864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 253 | 11 | 0.5% |
| 144 | 10 | 0.5% |
| 401 | 10 | 0.5% |
| 302 | 10 | 0.5% |
| 347 | 9 | 0.4% |
| 0 | 9 | 0.4% |
| 485 | 9 | 0.4% |
| 206 | 8 | 0.4% |
| 81 | 8 | 0.4% |
| 180 | 8 | 0.4% |
| Other values (478) | 1666 | |
| (Missing) | 242 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 3 | 0.1% |
| 2 | 3 | 0.1% |
| 3 | 5 | |
| 4 | 2 | 0.1% |
| 5 | 4 | |
| 6 | 5 | |
| 8 | 4 | |
| 9 | 3 | 0.1% |
| 11 | 4 |
| Value | Count | Frequency (%) |
| 499 | 2 | 0.1% |
| 497 | 1 | 0.1% |
| 496 | 3 | |
| 495 | 5 | |
| 494 | 4 | |
| 493 | 1 | 0.1% |
| 492 | 3 | |
| 491 | 4 | |
| 490 | 3 | |
| 488 | 4 |
Level_of_Stress
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 691 | |
| 1 | 666 | |
| 2 | 643 |
Chronic_kidney_disease
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1010 | |
| 0 | 990 |
Adrenal_and_thyroid_disorders
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1113 | |
| 1 | 887 |
| Patient_Number | Level_of_Hemoglobin | Genetic_Pedigree_Coefficient | Age | BMI | Physical_activity | salt_content_in_the_diet | alcohol_consumption_per_day | Blood_Pressure_Abnormality | Sex | Pregnancy | Smoking | Level_of_Stress | Chronic_kidney_disease | Adrenal_and_thyroid_disorders | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Patient_Number | 1.000 | 0.005 | -0.005 | -0.029 | -0.000 | 0.017 | 0.024 | -0.026 | 0.035 | 0.059 | 0.000 | 0.000 | 0.000 | 0.058 | 0.000 |
| Level_of_Hemoglobin | 0.005 | 1.000 | -0.023 | -0.159 | 0.102 | -0.037 | 0.017 | 0.000 | 0.494 | 0.476 | 0.434 | 0.037 | 0.028 | 0.215 | 0.191 |
| Genetic_Pedigree_Coefficient | -0.005 | -0.023 | 1.000 | -0.023 | -0.010 | -0.008 | 0.039 | -0.020 | 0.513 | 0.019 | 0.084 | 0.000 | 0.000 | 0.229 | 0.148 |
| Age | -0.029 | -0.159 | -0.023 | 1.000 | 0.029 | 0.026 | -0.046 | 0.017 | 0.079 | 0.068 | 0.019 | 0.000 | 0.029 | 0.041 | 0.000 |
| BMI | -0.000 | 0.102 | -0.010 | 0.029 | 1.000 | -0.005 | 0.026 | -0.039 | 0.057 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.024 |
| Physical_activity | 0.017 | -0.037 | -0.008 | 0.026 | -0.005 | 1.000 | -0.033 | -0.012 | 0.038 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 |
| salt_content_in_the_diet | 0.024 | 0.017 | 0.039 | -0.046 | 0.026 | -0.033 | 1.000 | -0.030 | 0.038 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 |
| alcohol_consumption_per_day | -0.026 | 0.000 | -0.020 | 0.017 | -0.039 | -0.012 | -0.030 | 1.000 | 0.025 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.048 |
| Blood_Pressure_Abnormality | 0.035 | 0.494 | 0.513 | 0.079 | 0.057 | 0.038 | 0.038 | 0.025 | 1.000 | 0.049 | 0.000 | 0.000 | 0.000 | 0.428 | 0.317 |
| Sex | 0.059 | 0.476 | 0.019 | 0.068 | 0.000 | 0.000 | 0.082 | 0.000 | 0.049 | 1.000 | 1.000 | 0.000 | 0.000 | 0.011 | 0.000 |
| Pregnancy | 0.000 | 0.434 | 0.084 | 0.019 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.151 | 0.060 | 0.000 | 0.021 |
| Smoking | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.151 | 1.000 | 0.018 | 0.009 | 0.000 |
| Level_of_Stress | 0.000 | 0.028 | 0.000 | 0.029 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.018 | 1.000 | 0.036 | 0.000 |
| Chronic_kidney_disease | 0.058 | 0.215 | 0.229 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.428 | 0.011 | 0.000 | 0.009 | 0.036 | 1.000 | 0.116 |
| Adrenal_and_thyroid_disorders | 0.000 | 0.191 | 0.148 | 0.000 | 0.024 | 0.000 | 0.044 | 0.048 | 0.317 | 0.000 | 0.021 | 0.000 | 0.000 | 0.116 | 1.000 |
| Patient_Number | Blood_Pressure_Abnormality | Level_of_Hemoglobin | Genetic_Pedigree_Coefficient | Age | BMI | Sex | Pregnancy | Smoking | Physical_activity | salt_content_in_the_diet | alcohol_consumption_per_day | Level_of_Stress | Chronic_kidney_disease | Adrenal_and_thyroid_disorders | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 11.28 | 0.90 | 34 | 23 | 1 | 1.0 | 0 | 45961 | 48071 | NaN | 2 | 1 | 1 |
| 1 | 2 | 0 | 9.75 | 0.23 | 54 | 33 | 1 | NaN | 0 | 26106 | 25333 | 205.0 | 3 | 0 | 0 |
| 2 | 3 | 1 | 10.79 | 0.91 | 70 | 49 | 0 | NaN | 0 | 9995 | 29465 | 67.0 | 2 | 1 | 0 |
| 3 | 4 | 0 | 11.00 | 0.43 | 71 | 50 | 0 | NaN | 0 | 10635 | 7439 | 242.0 | 1 | 1 | 0 |
| 4 | 5 | 1 | 14.17 | 0.83 | 52 | 19 | 0 | NaN | 0 | 15619 | 49644 | 397.0 | 2 | 0 | 0 |
| 5 | 6 | 0 | 11.64 | 0.54 | 23 | 48 | 0 | NaN | 1 | 27042 | 7513 | NaN | 3 | 0 | 0 |
| 6 | 7 | 1 | 11.69 | 0.75 | 43 | 41 | 1 | 1.0 | 0 | 38369 | 32967 | 206.0 | 3 | 1 | 1 |
| 7 | 8 | 0 | 12.70 | 0.41 | 48 | 20 | 0 | NaN | 0 | 29781 | 26749 | 134.0 | 2 | 0 | 0 |
| 8 | 9 | 0 | 10.88 | 0.68 | 72 | 44 | 0 | NaN | 0 | 814 | 9607 | 99.0 | 3 | 0 | 0 |
| 9 | 10 | 1 | 14.56 | 0.61 | 40 | 44 | 0 | NaN | 0 | 1278 | 12715 | 95.0 | 2 | 0 | 0 |
| Patient_Number | Blood_Pressure_Abnormality | Level_of_Hemoglobin | Genetic_Pedigree_Coefficient | Age | BMI | Sex | Pregnancy | Smoking | Physical_activity | salt_content_in_the_diet | alcohol_consumption_per_day | Level_of_Stress | Chronic_kidney_disease | Adrenal_and_thyroid_disorders | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 1991 | 1 | 11.21 | 0.01 | 63 | 25 | 0 | NaN | 1 | 32903 | 4540 | 50.0 | 3 | 0 | 0 |
| 1991 | 1992 | 1 | 15.53 | 0.12 | 22 | 24 | 0 | NaN | 0 | 48325 | 16514 | NaN | 2 | 1 | 1 |
| 1992 | 1993 | 1 | 9.38 | 0.49 | 60 | 39 | 1 | NaN | 1 | 46591 | 29557 | 125.0 | 1 | 1 | 1 |
| 1993 | 1994 | 0 | 9.69 | 1.00 | 73 | 42 | 1 | NaN | 1 | 43344 | 36230 | 48.0 | 3 | 0 | 1 |
| 1994 | 1995 | 0 | 11.07 | 0.66 | 58 | 31 | 1 | NaN | 0 | 38603 | 22836 | 379.0 | 2 | 0 | 0 |
| 1995 | 1996 | 1 | 10.14 | 0.02 | 69 | 26 | 1 | NaN | 1 | 26118 | 47568 | 144.0 | 3 | 1 | 0 |
| 1996 | 1997 | 1 | 11.77 | 1.00 | 24 | 45 | 1 | 1.0 | 1 | 2572 | 8063 | NaN | 3 | 1 | 1 |
| 1997 | 1998 | 1 | 16.91 | 0.22 | 18 | 42 | 0 | NaN | 0 | 14933 | 24753 | NaN | 2 | 1 | 1 |
| 1998 | 1999 | 0 | 11.15 | 0.72 | 46 | 45 | 1 | NaN | 1 | 18157 | 15275 | 253.0 | 3 | 0 | 1 |
| 1999 | 2000 | 1 | 11.36 | 0.09 | 41 | 45 | 0 | NaN | 0 | 20729 | 30463 | 230.0 | 1 | 1 | 0 |